The Little Book of Probability - second edition: Essentials of Probability for Stochastic Processes and Simulation

This book is a concise set of notes on elementary, non-measure-theoretic probability. The purpose of the book is to provide a compendium of the fundamental constructs of probability and to provide a quick reference to the elementary mathematics of probability